Synthetic Data

AD
Stage 1

Synthetic Data

Generate synthetic HFSRB-regulated facility records across all 16 licensed facility types. This is the first stage of the AREF simulation pipeline — all downstream stages depend on this output.

Pipeline Stage 1of 8
Coming Soon

Synthetic Facility Generator

This module will allow you to configure and run the synthetic facility generator — specifying the number of facilities per type, geographic distribution, license status mix, and operational parameters. Generated facilities will populate the facilities table and unlock Stage 3 (Synthetic Inspections).

Requires:Facility Types (seeded)
Feeds into:Synthetic Inspections

Planned Capabilities

  • Configure facility count per HFSRB type
  • Set geographic distribution (region/province)
  • Assign license status and expiry dates
  • Generate operational metadata (bed count, staff size)
  • Preview facility distribution before committing
  • Export generated facility manifest as CSV
  • Validate against facility_types seed data
  • One-click regeneration with new random seed

HFSRB Facility Type Seed Data

16 types seeded

These 16 facility types are pre-loaded into the facility_types table and will be used to classify all synthetic facilities generated in Stage 1.

001

Hospital

HOSPInpatient Care
002

Ambulatory Surgical Clinic

ASCOutpatient Care
003

Birthing Home

BHMaternal Care
004

Clinical Laboratory

CLABDiagnostic
005

Dialysis Clinic

DIALSpecialty Care
006

Blood Service Facility

BSFSupport Services
007

Cancer Treatment Facility

CTFSpecialty Care
008

Drug Testing Laboratory

DTLDiagnostic
009

Drug Abuse Treatment and Rehabilitation Center

DATRCBehavioral Health
010

Kidney Transplant Facility

KTFSpecialty Care
011

Medical Facility for Overseas Workers and Seafarers

MFOWSOccupational Health
012

Primary Care Facility

PCFPrimary Care
013

Psychiatric Care Facility

PSYCBehavioral Health
014

Ambulance Service Provider

ASPEmergency Services
015

Newborn Screening Center

NSCPreventive Care
016

Laboratory for Drinking Water Analysis

LDWAEnvironmental Health